Functional programming for modular Bayesian inference von Ścibior, Adam, Kammar, Ohad, Ghahramani, Zoubin

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Denotational validation of higher-order Bayesian inference von Ścibior, Adam, Kammar, Ohad, Vákár, Matthijs, Staton, Sam, Yang, Hongseok, Cai, Yufei, Ostermann, Klaus, Moss, Sean K., Heunen, Chris, Ghahramani, Zoubin

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Planning as Inference in Epidemiological Dynamics Models von Wood, Frank, Warrington, Andrew, Naderiparizi, Saeid, Weilbach, Christian, Masrani, Vaden, Harvey, William, Ścibior, Adam, Beronov, Boyan, Grefenstette, John, Campbell, Duncan, Nasseri, S Ali

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Minimal energy ensemble Monte Carlo algorithm for the partition function of fermions coupled to classical fields von Grzybowski, Przemysław R, Czekaj, Łukasz, Nogala, Mariusz, Ścibior, Adam, Chhajlany, Ravindra W

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Video Killed the HD-Map: Predicting Multi-Agent Behavior Directly From Aerial Images von Liu, Yunpeng, Lioutas, Vasileios, Lavington, Jonathan Wilder, Niedoba, Matthew, Sefas, Justice, Dabiri, Setareh, Green, Dylan, Liang, Xiaoxuan, Zwartsenberg, Berend, Ścibior, Adam, Wood, Frank

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Vehicle Type Specific Waypoint Generation von Liu, Yunpeng, Lavington, Jonathan Wilder, Scibior, Adam, Wood, Frank

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Fabular: Regression formulas as probabilistic programming von Borgström, Johannes, Gordon, Andrew D., Ouyang, Long, Russo, Claudio, Scibior, Adam, Szymczak, Marcin

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Safer End-to-End Autonomous Driving via Conditional Imitation Learning and Command Augmentation von Wang, Renhao, Scibior, Adam, Wood, Frank

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Imagining The Road Ahead: Multi-Agent Trajectory Prediction via Differentiable Simulation von Scibior, Adam, Lioutas, Vasileios, Reda, Daniele, Bateni, Peyman, Wood, Frank

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Semantically Consistent Video Inpainting with Conditional Diffusion Models von Green, Dylan, Harvey, William, Naderiparizi, Saeid, Niedoba, Matthew, Liu, Yunpeng, Liang, Xiaoxuan, Lavington, Jonathan, Zhang, Ke, Lioutas, Vasileios, Dabiri, Setareh, Scibior, Adam, Zwartsenberg, Berend, Wood, Frank

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Semi-supervised Sequential Generative Models von Teng, Michael, Le, Tuan Anh, Scibior, Adam, Wood, Frank

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A Diffusion-Model of Joint Interactive Navigation von Niedoba, Matthew, Lavington, Jonathan Wilder, Liu, Yunpeng, Lioutas, Vasileios, Sefas, Justice, Liang, Xiaoxuan, Green, Dylan, Dabiri, Setareh, Zwartsenberg, Berend, Scibior, Adam, Wood, Frank

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Realistically distributing object placements in synthetic training data improves the performance of vision-based object detection models von Dabiri, Setareh, Lioutas, Vasileios, Zwartsenberg, Berend, Liu, Yunpeng, Niedoba, Matthew, Liang, Xiaoxuan, Green, Dylan, Sefas, Justice, Lavington, Jonathan Wilder, Wood, Frank, Scibior, Adam

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Critic Sequential Monte Carlo von Lioutas, Vasileios, Lavington, Jonathan Wilder, Sefas, Justice, Niedoba, Matthew, Liu, Yunpeng, Zwartsenberg, Berend, Dabiri, Setareh, Wood, Frank, Scibior, Adam

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Imitation Learning of Factored Multi-agent Reactive Models von Teng, Michael, Le, Tuan Anh, Scibior, Adam, Wood, Frank

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Vehicle Type Specific Waypoint Generation von Liu, Yunpeng, Jonathan Wilder Lavington, Scibior, Adam, Wood, Frank

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Safer End-to-End Autonomous Driving via Conditional Imitation Learning and Command Augmentation von Wang, Renhao, Scibior, Adam, Wood, Frank

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NeurIPS 2022 Competition: Driving SMARTS von Rasouli, Amir, Goebel, Randy, Taylor, Matthew E, Kotseruba, Iuliia, Alizadeh, Soheil, Yang, Tianpei, Alban, Montgomery, Shkurti, Florian, Zhuang, Yuzheng, Scibior, Adam, Rezaee, Kasra, Garg, Animesh, Meger, David, Luo, Jun, Paull, Liam, Zhang, Weinan, Wang, Xinyu, Chen, Xi

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Formally justified and modular Bayesian inference for probabilistic programs von Ścibior, Adam Michał

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Planning as Inference in Epidemiological Models von Wood, Frank, Warrington, Andrew, Naderiparizi, Saeid, Weilbach, Christian, Vaden Masrani, Harvey, William, Scibior, Adam, Beronov, Boyan, Grefenstette, John, Campbell, Duncan, Nasseri, Ali

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